Ask HN: Is it illegal or wrong to clone an existing product's rest api?

I've been thinking about making an open source project that is very similar to an existing product. If I were to make the project api compatible, it would make a huge number of existing applications and libraries compatible with my project. Are there legal implications to doing this? How about moral implications? Should I be worried?